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基于证据理论的不确定性推理方法及其应用
  • ISSN号：1002-8331
  • 期刊名称：计算机工程与应用
  • 时间：2015.3
  • 页码：6-11+64
  • 分类：TP182[自动化与计算机技术—控制科学与工程;自动化与计算机技术—控制理论与控制工程]
  • 作者机构：[1]西南交通大学经济管理学院,成都610031, [2]西南交通大学智能控制开发中心,成都610031, [3]西南交通大学交通运输与物流学院,成都610031, [4]西南交通大学信息科学与技术学院,成都610031
  • 相关基金：国家自然科学基金（No.61175055）;国家自然科学基金青年科学基金（No.61305074）; 四川省科技支撑计划（No.2011FZ0051）; 工业和信息化部无线电管理局项目（No.2011-146）; 中国通信学会项目（No.2011-051）; 四川省科技创新苗子工程（No.2014-057）
  • 相关项目：基于格值逻辑的α-n(t)元归结动态自动推理研究
作者： 徐扬|方新|马方立|杜利敏|
关键词： DEMPSTER-SHAFER证据理论, 不确定性推理, 区间值, 确定因子, 专家系统, Dempster-Shafer evidence theory, uncertainty inference, interval value, certainty factor, expert system
中文摘要：

针对民航无线电管理中遇到的干扰问题以及客观世界中描述客观现象的知识和信息具有不确定性的特点,结合民航无线电干扰查处的实际情况,提出基于一种产生式规则的知识表示方法,以区间确定因子描述不确定性。提出基于Dempster-Shafer证据理论和区间确定因子的不确定性推理方法。进一步根据领域专家经验建立民航无线电干扰查处规则,以基于Dempster-Shafer证据理论和区间确定因子的不确定性推理方法为推理机,给出民航无线电干扰查处专家系统的结构及工作流程,采用C#语言结合My SQL数据库开发民航无线电干扰查处专家系统,并通过案例分析说明该系统的有效性和实用性。

英文摘要：

According to the interference issues in the civil aviation radio management, the knowledge and information are provided with uncertainty. Combining with the characteristics of civil aviation radio interference finding and processing, a novel knowledge representation method is proposed with uncertainty knowledge, and uncertainty is described by interval certainty factors. Then the uncertainty inference method based on Dempster-Shafer theory with interval certainty factor is proposed. Moreover, the rule base of civil aviation radio interference finding and processing is given, and the uncertainty inference method based on Dempster-Shafer theory with interval certainty factor is the inference engine, the structure and workflow are presented. The civil aviation radio interference finding and processing expert system is set up with C# and MySQL. In the end, the case studies are given to explain the effectiveness and practicability of this expert system.

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基于格值逻辑的α-n(t)元归结动态自动推理研究
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期刊信息
  • 《计算机工程与应用》
  • 北大核心期刊（2014版）
  • 主管单位:中国电子科技集团公司
  • 主办单位:华北计算技术研究所
  • 主编：怀进鹏
  • 地址：北京市海淀区北四环中路211号北京619信箱26分箱
  • 邮编：100083
  • 邮箱：ceaj@vip.163.com
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  • 国际标准刊号：ISSN：1002-8331
  • 国内统一刊号：ISSN：11-2127/TP
  • 邮发代号:82-605
  • 获奖情况:
  • 1. 2012年首批获得中国学术文献评价中心发布的 “...,2. 2001年获得新闻出版署“中国期刊方阵双效期刊”,3. 2008年首批入选国家科技部“中国精品科技期刊...,4.2003年-2011年连续获得工业和信息化部期刊最高...
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  • 被引量:97887